Files in cvms

Cross-Validation for Model Selection

NEWS.md README.md R/baseline.R R/table_of_content_markdown.R R/update_hyperparameters.R R/get_nested_model_coefficients.R R/softmax.R R/baseline_binomial.R R/set_metrics.R R/package_info.R R/extract_special_fn_specific_hparams.R R/run_model_fitting.R R/combine_predictors_prepare_args.R R/cross_validate_list.R R/most_challenging.R R/fit_predict_model_fn.R R/metrics.R R/plotting_utilities.R R/summarize_metrics.R R/combine_predictors.R R/cross_validate_fn.R R/confusion_matrix.R R/validate_fold.R R/extract_model_effects.R R/evaluate_predictions_gaussian.R R/cross_validate.R R/reconstruct_formulas.R R/evaluate_predictions_binomial.R R/prepare_train_test.R R/choosing_metrics_functions.R R/prepare_evaluation.R R/extract_probabilities_of.R R/plot_probabilities_ecdf.R R/plot_probability_violins.R R/run_prediction_process.R R/baseline_wrappers.R R/baseline_multinomial.R R/plot_probabilities.R R/multiclass_probability_tibble.R R/evaluate_residuals.R R/predict_functions.R R/process_info.R R/simplify_formula.R R/evaluate_predictions_multinomial.R R/data_documentation.R R/run_quietly.R R/baseline_gaussian.R R/plot_confusion_matrix.R R/plot_metric_density.R R/computational_grid.R R/validate_list.R R/select_definitions.R R/fit_model.R R/internal_evaluate_model.R R/select_metrics.R R/validate_fn.R R/nesting_predictions.R R/set_info_cols.R R/call_validate.R R/model_functions.R R/validate.R R/internal_evaluate_predictions.R R/helpers.R R/evaluate.R R/preprocess_functions.R R/update_model_specifics.R inst/doc/available_metrics.R inst/doc/evaluate_by_id.R inst/doc/cross_validating_custom_functions.Rmd inst/doc/cross_validating_custom_functions.R inst/doc/picking_the_number_of_folds_for_cross-validation.Rmd inst/doc/evaluate_by_id.Rmd inst/doc/Creating_a_confusion_matrix.Rmd inst/doc/Creating_a_confusion_matrix.R inst/doc/available_metrics.Rmd inst/doc/picking_the_number_of_folds_for_cross-validation.R tests/testthat.R tests/testthat/test_confusion_matrix.R tests/testthat/test_choosing_metrics.R tests/testthat/test_example_functions.R tests/testthat/test_cross_validate_fn.R tests/testthat/test_helpers.R tests/testthat/test_summarize_metrics.R tests/testthat/test_compational_grid.R tests/testthat/test_metrics.R tests/testthat/test_set_metrics.R tests/testthat/test_reconstruct_formulas.R tests/testthat/test_multiclass_probability_tibble.R tests/testthat/test_simplify_formula.R tests/testthat/test_evaluate.R tests/testthat/test_parallelization.R tests/testthat/test_softmax.R tests/testthat/test_evaluate_residuals.R tests/testthat/test_baseline.R tests/testthat/test_plotting_functions.R tests/testthat/test_combine_predictors.R tests/testthat/test_validate_fn.R tests/testthat/test_most_challenging.R tests/testthat/test_update_hyperparameters.R tests/testthat/test_cross_validate.R tests/testthat/test_select_metrics.R tests/testthat/test_validate.R tests/testthat/test_select_definitions.R vignettes/cross_validating_custom_functions.Rmd vignettes/picking_the_number_of_folds_for_cross-validation.Rmd vignettes/evaluate_by_id.Rmd vignettes/Creating_a_confusion_matrix.Rmd vignettes/available_metrics.Rmd man/wines.Rd man/baseline_multinomial.Rd man/evaluate.Rd man/musicians.Rd man/confusion_matrix.Rd man/precomputed.formulas.Rd man/most_challenging.Rd man/baseline_gaussian.Rd man/compatible.formula.terms.Rd man/combine_predictors.Rd man/cvms-package.Rd man/predict_functions.Rd man/reconstruct_formulas.Rd man/plot_probabilities_ecdf.Rd man/render_toc.Rd man/multiclass_probability_tibble.Rd man/font.Rd man/validate.Rd man/select_metrics.Rd man/participant.scores.Rd man/sum_tile_settings.Rd man/process_info_binomial.Rd man/plot_probabilities.Rd man/simplify_formula.Rd man/model_functions.Rd man/preprocess_functions.Rd man/gaussian_metrics.Rd man/cross_validate.Rd man/cross_validate_fn.Rd man/plot_confusion_matrix.Rd man/summarize_metrics.Rd man/baseline.Rd man/predicted.musicians.Rd man/update_hyperparameters.Rd man/validate_fn.Rd man/multinomial_metrics.Rd man/evaluate_residuals.Rd man/baseline_binomial.Rd man/select_definitions.Rd man/plot_metric_density.Rd man/binomial_metrics.Rd